{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T02:21:28Z","timestamp":1758248488744,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T00:00:00Z","timestamp":1700697600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,11,23]]},"DOI":"10.1145\/3647444.3647874","type":"proceedings-article","created":{"date-parts":[[2024,5,13]],"date-time":"2024-05-13T13:48:36Z","timestamp":1715608116000},"page":"1-11","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Transfer Learning Method for Handling The Intrusion Detection System with Zero Attacks Using Machine Learning and Deep Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-4306-6790","authenticated-orcid":false,"given":"Talluri","family":"Upender","sequence":"first","affiliation":[{"name":"Dept. of CSE, Shree JJT University, Jhunjhunu, Rajasthan, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0225-1001","authenticated-orcid":false,"given":"Bechoo","family":"Lal","sequence":"additional","affiliation":[{"name":"Dept. of CSE, Shree JJT University, Jhunjhunu, Rajasthan, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9850-1721","authenticated-orcid":false,"given":"Regonda","family":"Nagaraju","sequence":"additional","affiliation":[{"name":"Dept. of CSEAI&amp;ML, School of Engineering Mallareddy University, Hyderabad, Telangana, India, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,5,13]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Intrusion detection networks: a key to collaborative security","author":"Fung Carol","year":"2017","unstructured":"Fung, Carol, and Raouf Boutaba, \u201cIntrusion Detection\u201d, Intrusion detection networks: a key to collaborative security. Auerbach Publications, (2017): 21-37."},{"key":"e_1_3_2_1_2_1","volume-title":"Communication and Networking (ICSCN). IEEE","author":"Chabathula Krupa Joel","year":"2015","unstructured":"Chabathula, Krupa Joel, C. D. Jaidhar, and MA Ajay Kumara. \"Comparative study of Principal Component Analysis based Intrusion Detection approach using machine learning algorithms.\" 2015 3rd International Conference on Signal Processing, Communication and Networking (ICSCN). IEEE, 2015."},{"key":"e_1_3_2_1_3_1","volume-title":"14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC\/PiCom\/DataCom\/CyberSciTech). IEEE","author":"Kumar Raneel","year":"2016","unstructured":"Kumar, Raneel, Sunil Pranit Lal, and Alok Sharma. \"Detecting denial of service attacks in the cloud.\" 2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress (DASC\/PiCom\/DataCom\/CyberSciTech). IEEE, 2016."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.14355\/ijcsa.2014.0304.02"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.04.249"},{"key":"e_1_3_2_1_6_1","volume-title":"IEEE international conference on high performance and smart computing (hpsc), and IEEE international conference on intelligent data and security (ids). IEEE","author":"Chen Weiwei","year":"2017","unstructured":"Chen, Weiwei, \"A novel unsupervised anomaly detection approach for intrusion detection system.\" 2017 ieee 3rd international conference on big data security on cloud (bigdatasecurity), IEEE international conference on high performance and smart computing (hpsc), and IEEE international conference on intelligent data and security (ids). IEEE, 2017."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2017.09.129"},{"key":"e_1_3_2_1_8_1","volume-title":"IEEE","author":"Zhao Juan","year":"2017","unstructured":"] Zhao, Juan, Sachin Shetty, and Jan Wei Pan. \"Feature-based transfer learning for network security.\" MILCOM 2017-2017 IEEE Military Communications Conference (MILCOM). IEEE, 2017."},{"key":"e_1_3_2_1_9_1","unstructured":"Vercruyssen Vincent WannesMeert and Jesse Davis. \"Transfer learning for time series anomaly detection.\" CEUR Workshop Proceedings. Vol. 1924. 2017."},{"issue":"6","key":"e_1_3_2_1_10_1","first-page":"446","article-title":"A study on NSL-KDD dataset for intrusion detection system based on classification algorithms","volume":"4","author":"Dhanabal L.","year":"2015","unstructured":"Dhanabal, L., and S. P. Shantharajah. \"A study on NSL-KDD dataset for intrusion detection system based on classification algorithms.\" International Journal of Advanced Research in Computer and Communication Engineering 4.6 (2015): 446-452.","journal-title":"International Journal of Advanced Research in Computer and Communication Engineering"},{"key":"e_1_3_2_1_11_1","volume-title":"IEEE","author":"Mahbod A","year":"2009","unstructured":"Mahbod, \"A detailed analysis of the KDD CUP 99 data set.\" 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications. IEEE, 2009."},{"key":"e_1_3_2_1_12_1","volume-title":"Photonics and Energy Engineering (OPEE)","author":"Zhao Jing","year":"2010","unstructured":"Zhao, Jing, \"Protocol anomaly detection based on string kernels.\" 2010 International Conference on Optics, Photonics and Energy Engineering (OPEE). Vol. 1. IEEE, 2010."},{"key":"e_1_3_2_1_13_1","volume-title":"sans. org\/reading_room\/whitepapers\/detection\/349. php","author":"Das Kumar","year":"2001","unstructured":"Das, Kumar. \"Protocol anomaly detection for network-based intrusion detection.\" http:\/\/www. sans. org\/reading_room\/whitepapers\/detection\/349. php (2001)."},{"key":"e_1_3_2_1_14_1","volume-title":"IEEE","author":"Qu Xiaohong","year":"2009","unstructured":"Qu, Xiaohong, Zhijie Liu, and XiaoyaoXie. \"Research on distributed intrusion detection system based on protocol analysis.\" 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication. IEEE, 2009."},{"key":"e_1_3_2_1_15_1","unstructured":"Hu Liang \"Improvement on intrusion detection technology based on protocol analysis and pattern matching.\" (2010)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"Barry Bazara IA and H. Anthony Chan. \"Towards intelligent cross protocol intrusion detection in the next generation networks based on protocol anomaly detection.\" The 9th International Conference on Advanced Communication Technology. Vol. 3. IEEE 2007.","DOI":"10.1109\/ICACT.2007.358653"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.06.016"},{"key":"e_1_3_2_1_18_1","volume-title":"Introduction to machine learning","author":"Alpaydin Ethem","year":"2009","unstructured":"Alpaydin, Ethem, \u201cHidden Markov Model\u201d Introduction to machine learning. MIT press, 2009."},{"key":"e_1_3_2_1_19_1","volume-title":"Feature engineering for machine learning: principles and techniques for data scientists. \" O'Reilly Media","author":"Zheng Alice","year":"2018","unstructured":"Zheng, Alice, and Amanda Casari, Feature engineering for machine learning: principles and techniques for data scientists. \" O'Reilly Media, Inc.\", 2018.Fung, Carol, and Raouf Boutaba, \u201cIntrusion Detection\u201d, Intrusion detection networks: a key to collaborative security. Auerbach Publications, (2017): 21-37."},{"key":"e_1_3_2_1_20_1","volume-title":"Intrusion detection networks: a key to collaborative security","author":"Fung Carol","year":"2017","unstructured":"Fung, Carol, and Raouf Boutaba, \u201cIntrusion Detection\u201d, Intrusion detection networks: a key to collaborative security. Auerbach Publications, (2017): 21-37."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2557808"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-016-0043-6"}],"event":{"name":"ICIMMI 2023: International Conference on Information Management & Machine Intelligence","acronym":"ICIMMI 2023","location":"Jaipur India"},"container-title":["Proceedings of the 5th International Conference on Information Management &amp; Machine Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647444.3647874","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3647444.3647874","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,18]],"date-time":"2025-09-18T17:22:15Z","timestamp":1758216135000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3647444.3647874"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,23]]},"references-count":22,"alternative-id":["10.1145\/3647444.3647874","10.1145\/3647444"],"URL":"https:\/\/doi.org\/10.1145\/3647444.3647874","relation":{},"subject":[],"published":{"date-parts":[[2023,11,23]]},"assertion":[{"value":"2024-05-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}